LoRA - The Diet Pill for Obese Language Models

On the cover: The concept of low-rank adaptation visualized as dimension reduction If you’ve been paying any attention to the AI world lately, you might have noticed these large language models (LLMs) getting increasingly heavy and fat. GPT-4 is ...

Flux Models: The New Kid on the Generative Block - Part 2

On the cover: An AI-generated image showcasing the capabilities of Flux models In Part 1 of this series, we explored the basics of Flux models, their mathematical foundations, and how they compare to traditional diffusion models. Now, let’s dive ...

Flux Models: The New Kid on the Generative Block - Part 1

On the cover: An AI-generated image of flowing light streams representing the concept of Flux models Remember when we were all amazed by diffusion models like DALL-E, Midjourney, and Stable Diffusion? Well, there’s a new kid on the block that’s m...

RLHF: Teaching robots right and wrong

On the cover: Screenshot from the movie “Ron’s gone wrong” where a kid teaches his pet robot how to behave socially The term “RLHF” or Reinforcement Learning from Human Feedback has become popular due to Conversational AI models like ChatGPT. How...

ChatGPT - The Conversational Wizard

On the cover: ChatGPT’s response to the prompt “What is the meaning of life?” As the AI war between Google and Microsoft is brewing, it’s high time we understand what’s going on under these conversational AI models. If you have tried ChatGPT, you...